Asymptotic Formulae for the Distribution of Hotelling's Generalized $T^2_0$ Statistic
Ito, Koichi
Ann. Math. Statist., Tome 27 (1956) no. 4, p. 1091-1105 / Harvested from Project Euclid
In this paper the asymptotic expansion of a percentage point of Hotelling's generalized $T^2_0$ distribution is derived in terms of the corresponding percentage point of a $\chi^2$ distribution. Our result generalizes Hotelling's and Frankel's asymptotic expansion for the generalized Student $T$ [3], [4]. The technique used in this paper for obtaining the asymptotic expansion of $T^2_0$ is an extension of the previous methods of Welch [8] and of James [5], [6], who used them to solve the distribution problem of various statistics in connection with the Behrens-Fisher problem. An asymptotic formula for the cumulative distribution function (c.d.f.) of $T^2_0$ is also given together with an upper bound for the error committed when all but the first few terms are omitted in the series. This formula is a sort of multivariate analogue of Hartley's formula of "Studentization" [2].
Publié le : 1956-12-14
Classification: 
@article{1177728075,
     author = {Ito, Koichi},
     title = {Asymptotic Formulae for the Distribution of Hotelling's Generalized $T^2\_0$ Statistic},
     journal = {Ann. Math. Statist.},
     volume = {27},
     number = {4},
     year = {1956},
     pages = { 1091-1105},
     language = {en},
     url = {http://dml.mathdoc.fr/item/1177728075}
}
Ito, Koichi. Asymptotic Formulae for the Distribution of Hotelling's Generalized $T^2_0$ Statistic. Ann. Math. Statist., Tome 27 (1956) no. 4, pp.  1091-1105. http://gdmltest.u-ga.fr/item/1177728075/